Machine Learning Assisted Selection of Catalyst for Γ-Valerolactone Hydrogenation from Levulinic Acid

Dongyu Liu,Zhen Jia, Lu Shen, Wenman Liu, Ruixin Pang,Shitao Yu,Shiwei Liu,Lu Li, Yue Liu, Longzhen Yu

ACS SUSTAINABLE CHEMISTRY & ENGINEERING（2024）

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machine learning,oversampling technique,levulinicacid,hydrogenation catalyst,gamma-valerolactone

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